Study on Convolutional Neural Network to Detect COVID-19 from Chest X-Rays

Table 2

Model evaluation.

Model	State	Precision	Recall	F1-score
Custom CNN	COVID-19	1.00	0.94	0.97
Custom CNN	Normal	0.95	1.00	0.97
MobileNetV2	COVID-19	0.99	0.96	0.98
MobileNetV2	Normal	0.97	0.99	0.98
VGG16	COVID-19	1.00	0.95	0.97
VGG16	Normal	0.96	1.00	0.98
InceptionV3	COVID-19	1.00	0.98	0.99
InceptionV3	Normal	0.98	1.00	0.99